Abstract: Ideological and political education plays an important role in the fundamental task of "establishing morality and cultivating people". The education mode with ideological and political education as its core is confronted with problems such as teacher's team construction, curriculum ideological and political reform, curriculum system construction, innovation and entrepreneurship integration. Colleges and universities should start from the aspects of curriculum system construction, teacher's team construction, curriculum assessment, innovation and entrepreneurship, etc., to build a school-enterprise collaborative education system and a four-level supervision system of university, school, department and society.